Investigating the effectiveness of data augmentation from similarity and diversity: An empirical study.
Suorong YangSuhan GuoJian ZhaoFurao ShenPublished in: Pattern Recognit. (2024)
Keyphrases
- data sets
- synthetic data
- training data
- data structure
- data analysis
- database
- image data
- application domains
- high quality
- data collection
- sensor data
- statistical analysis
- data distribution
- small number
- raw data
- original data
- information systems
- databases
- user defined
- experimental data
- data objects
- historical data
- missing data
- computer systems
- data warehouse
- data points
- probability distribution
- prior knowledge
- high dimensional
- training set